Coupling of integral methods and CFD for modeling complex industrial accidents
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Loss Prevention in The Process Industries"
DOI: 10.1016/j.jlp.2017.09.006
Abstract: Abstract Safety enhancement of operations in the chemical and petrochemical industry requires for advances in the tools aimed at supporting risk estimation and evaluation. In conventional risk studies, consequence assessment is carried out through simplified… read more here.
Keywords: complex industrial; methods cfd; cfd modeling; integral methods ... See more keywords
A framework addressing a safe ageing management in complex industrial sites: The Italian experience in «Seveso» establishments
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Loss Prevention in the Process Industries"
DOI: 10.1016/j.jlp.2019.01.005
Abstract: Abstract In Europe, the Directive 2012/18/EU (Seveso III) strengthens the obligation to adopt a program assuring the integrity of critical equipment at major hazard establishments, by taking into account actual deterioration mechanisms (internal and external… read more here.
Keywords: management; safe ageing; complex industrial; seveso establishments ... See more keywords
Incipient Fault Detection for Complex Industrial Processes with Stationary and Nonstationary Hybrid Characteristics
Sign Up to like & getrecommendations! Published in 2018 at "Industrial & Engineering Chemistry Research"
DOI: 10.1021/acs.iecr.8b00233
Abstract: For a nonstationary process which has a time-varying mean, a time-varying variance, or both, it can be difficult to detect incipient disturbances which may be hidden by the time-varying process variations. Besides, stationary and nonstationary… read more here.
Keywords: nonstationary hybrid; complex industrial; industrial processes; process ... See more keywords
Complex industrial automation data stream mining algorithm based on random Internet of robotic things
Sign Up to like & getrecommendations! Published in 2019 at "Automatika"
DOI: 10.1080/00051144.2019.1683287
Abstract: ABSTRACT In recent years, with the continuous development of computer application technology, network technology, data storage technology, and the large amount of investment in information technology, enterprises have accumulated a large amount of data while… read more here.
Keywords: mining; algorithm; complex industrial; automation data ... See more keywords
A novel quality-related generative data-driven fault diagnosis method for complex industrial processes with incomplete data
Sign Up to like & getrecommendations! Published in 2025 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ae09c3
Abstract: Spatiotemporal incomplete data pose significant challenges to the robust diagnosis of quality-related faults in complex industrial environments. Missing data, often attributed to sensor failures, communication issues, or storage limitations, can compromise the reliability of diagnostic… read more here.
Keywords: quality; incomplete data; quality related; complex industrial ... See more keywords
Semantic-to-instance top-down analysis of complex industrial pipelines in 3D point cloud scenarios
Sign Up to like & getrecommendations! Published in 2025 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ae11ca
Abstract: Pipelines are common and critical components in some complex industrial equipment, characterized by intricate bending patterns and hierarchical distributions across irregular surfaces. Segmenting pipeline instances from the background for further inspection is a challenging task.… read more here.
Keywords: semantic instance; instance; pipeline; point cloud ... See more keywords
Power Control for Cognitive Users of Perception Layer in Complex Industrial CPS Based on DQN
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3057911
Abstract: Wireless communication is a significant auxiliary technology of data transmission for industrial Cyber-Physical system (CPS). While for the complex industrial scenario of coal mine with long and narrow laneway, lifetime of wireless perception nodes is… read more here.
Keywords: complex industrial; cognitive users; power; power control ... See more keywords
Auto-NAHL: A Neural Network Approach for Condition-Based Maintenance of Complex Industrial Systems
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3127084
Abstract: Nowadays, machine learning has emerged as a promising alternative for condition monitoring of industrial processes, making it indispensable for maintenance planning. Such a learning model is able to assess health states in real time provided… read more here.
Keywords: network; complex industrial; maintenance; condition ... See more keywords
A Novel Soft Sensor Modeling Approach Based on Difference-LSTM for Complex Industrial Process
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3110507
Abstract: The main purpose of soft sensor modeling is to capture the dynamic nonlinear features between the easy-to-measure auxiliary variables and the difficult-to-measure key variables. However, in complex industrial process, it is a challenging work due… read more here.
Keywords: complex industrial; industrial process; process; soft sensor ... See more keywords
Multiple Collaboration Preserving Projection for Monitoring of Complex Industrial Process
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3330211
Abstract: To fuse and mine multisource and multimodal data in monitoring complex industrial processes effectively, a new dimensionality reduction method called “Multiple Collaborative Preserving Projection” (MCPP) has been proposed. MCPP is innovative in the sense that… read more here.
Keywords: projection; process; monitoring complex; complex industrial ... See more keywords